The short answer
Cheapest at 5 seats a month
$75/mo
ClearML, Pro plan
- Lowest starting price
- $15 · ClearML
- Free plans
- 9 of 22
- Prices published
- 12 of 22
- Sales-led only
- 3
MLOps platforms at a glance
Median starting price$25/moHalf start between $17 and $50
Free plan41%41% offer a time-limited trial
Buy online68%Sign up and pay without a sales call
Sales only14%Demo or contact sales to buy
How they charge
What you'd pay at 5 seats a month
- ClearML Pro$75
- Comet MLOps Pro$95
- TrueFoundry Pro$125
Computed from each tool's published plans, allowances and overage rates.
Every MLOps platform, side by side
| Tool | Starts at | Usage price | Free plan | How you buy | Checks | Checked |
|---|---|---|---|---|---|---|
 ClearML |
$15/mo | $0.10/gb artifact storage | Yes | Both | 6/8 | Oct 29, 2026 |
 Comet |
$19/mo | – | Yes | Both | 3/8 | Oct 29, 2026 |
 TrueFoundry |
$25/mo | – | Yes | Both | 3/8 | Oct 29, 2026 |
 ZenML |
$39/mo | – | Yes | Both | 5/8 | Oct 29, 2026 |
| Weights & Biases | $60/mo | – | Yes | Both | 6/8 | Oct 29, 2026 |
 Amazon SageMaker |
– | $0.04/minute | Yes | Both | 5/8 | Oct 29, 2026 |
 Azure Machine Learning |
– | – | – | Both | 4/8 | Oct 29, 2026 |
 BentoML |
– | – | – | Both | 4/8 | Oct 29, 2026 |
 Databricks |
– | – | Yes | Both | 3/8 | Oct 29, 2026 |
 Dataiku |
– | – | – | Both | 5/8 | Oct 29, 2026 |
 DataRobot |
– | – | – | Both | 5/8 | Oct 29, 2026 |
 Domino Data Lab |
– | – | – | Sales-led | 6/8 | Oct 29, 2026 |
 Evidently AI |
– | – | – | – | 2/8 | Oct 29, 2026 |
 H2O.ai |
– | – | – | Sales-led | 2/8 | Oct 29, 2026 |
 Iguazio (McKinsey) |
– | – | – | – | 6/8 | Oct 29, 2026 |
 JFrog ML (formerly Qwak) |
– | $1.20/minute | Yes | Both | 8/8 | Oct 29, 2026 |
 Kubeflow |
– | – | – | – | 4/8 | Oct 29, 2026 |
 MLflow (Managed MLflow) |
– | – | Yes | Self-serve | 5/8 | Oct 29, 2026 |
 SAS Viya |
– | – | – | Sales-led | 0/8 | Oct 29, 2026 |
| Seldon | – | – | – | – | 0/8 | Oct 29, 2026 |
 Snowflake ML |
– | – | – | Both | 2/8 | Oct 29, 2026 |
 Valohai |
– | – | – | Both | 6/8 | Oct 29, 2026 |
The tools
ClearMLClearML is an open-source AI infrastructure and MLOps platform covering experiment tracking, pipelines, model repository, GPU cluster management and GenAI app deployment.$15 /moCometComet offers an MLOps platform for experiment tracking, model registry and production monitoring, alongside Opik, an open-source LLM observability and evaluation tool.$19 /moTrueFoundryTrueFoundry is an AI gateway and deployment platform that routes and governs LLM, MCP tool and agent traffic, and can run in a customer's VPC or on-prem.$25 /moZenMLZenML is an open-source framework for running ML and LLM pipelines, paired with Kitaru, a tool that reviews agent traces and evals.$39 /moWEWeights & BiasesCoreWeave Forge (formerly Weights & Biases) is a platform for tracking experiments, versioning models and datasets, and tracing and evaluating AI applications, with serverless fine-tuning and inference.$60 /moAmazon SageMakerAmazon SageMaker is AWS's combined data, analytics and AI platform for building, training and deploying ML models and generative AI apps.$0.04 /minuteAzure Machine LearningAzure Machine Learning is Microsoft's cloud service for building, training and deploying machine learning models.QuoteBentoMLBentoML's Bento Inference Platform is a system for deploying, scaling and monitoring AI model inference, built on an open-source model serving framework.QuoteDatabricksDatabricks is a unified data and AI platform covering data engineering, warehousing, ML and GenAI, and governance, priced by compute usage.QuoteDataikuDataiku is an enterprise platform for building, deploying, monitoring and governing analytics, ML models and AI agents in one system.QuoteDataRobotDataRobot is an enterprise platform for building, operating and governing AI agents plus predictive and generative AI.QuoteDomino Data LabEnterprise AI platform covering model development, MLOps, collaboration and governance, sold by subscription through a quote.QuoteEvidently AIOpen-source framework for evaluating, testing and monitoring LLM apps, AI agents and ML models.QuoteH2O.aiH2O AI Cloud is an enterprise platform for building, deploying and running predictive, generative and agentic AI in the cloud, on-premises or air-gapped.QuoteIguazio (McKinsey)Iguazio is an MLOps and gen AI platform that automates AI pipelines, deployment and monitoring, deployed in the customer's own cloud or on-prem environment.QuoteJFrog ML (formerly Qwak)JFrog ML (formerly Qwak) is a usage-priced MLOps platform covering model build, deploy, monitoring, LLMOps and a feature store.$1.20 /minuteKubeflowKubeflow is an open source, Kubernetes-native AI platform made of modular projects for the AI/ML lifecycle.QuoteMLflow (Managed MLflow)MLflow is an open source platform for tracking, evaluating, deploying and monitoring ML models, LLM applications and agents.QuoteSAS ViyaSAS Viya is SAS's AI and analytics platform, sold by quote with demos and free trials on request.QuoteSESeldonQuoteSnowflake MLSnowflake is a consumption-priced cloud data platform covering data engineering, analytics, AI and applications.QuoteValohaiValohai is an MLOps platform for experiment tracking, pipelines, model registry, deployment and LLM evaluation, deployable as managed cloud or on-premises.QuoteHow this list is made
Every price is read from the vendor's own pricing page on the date shown and tied to the line it came from. Tools are ordered by what they cost at a typical volume, then by starting price. No one pays to be listed or ranked.